Unpopular opinion: AI is NOT coming for your job. ______ *But it is coming for the tasks your job requires. It's a question most of us have sat with for a while now. But what do the numbers actually say? Some interesting data from @indeed on software development job listings: March 2024 – March 2025: 62.76k March 2025 – March 2026: 72.44k That's roughly 15% growth. The demand for software talent isn't shrinking; it's climbing. #ArtificialIntelligence #AI #SoftwareDevelopment #FutureOfWork #TechJobs #CareerAdvice #AIandJobs #JobMarket #TechCareers #UpskillWithAI

AI lets teams build faster than ever - but it doesn’t change the physics of your data. Every integration you bolt onto a legacy system makes data gravity harder to ignore. The longer your data sits fragmented across disconnected systems, the more weight it carries and the more it pulls every new project off course. Speed on top of a fractured data layer isn’t progress - it’s technical debt with a faster clock. Without a unified way to link, conform, and harmonize your data, you’re building on a foundation that was never meant to hold it. Assembly is that foundation. #SoftwareArchitecture #TechnicalDebt #DataStrategy #TechStrategy #ProductManagement #BuildForROI

Plot twist: Ralph is up here telling a room full of data people to stop building pipelines. That's the whole premise of @Snowflake - Secure Data Sharing means another team (or a whole other company) gets live data with zero copies, while masking and row-access policies enforce themselves at the boundary. Powerful, private, and refreshingly little engineering. Ralph explains why Snowflake’s modern data architecture changes the game for enterprise data management. The Foundation of Scalable Data Management: Frictionless Data Sharing: Safely isolate and share precise segments of data between different organisational units without the need to duplicate or move raw assets. Inherent Security & RBAC: Enforce rigid Role-Based Access Control (RBAC) and security policies that inherently stick to the data layer, ensuring that permissions remain completely secure regardless of the end-user's platform. Unified Data Governance: Maintain total control over data governance and privacy boundaries, allowing multi-organisational collaboration without compromising compliance protocols. #Pygio #Snowflake #Snowday #DataSharing #RBAC #DataGovernance #DataArchitecture #EnterpriseAI #SoftwareEvolution

Last week we had the privilege of speaking to the @WitsUniversity 2026 Actuarial Honours BSc class. It was a great opportunity to share with the next generation (AI Natives) about the practical use of AI in industry, and workshop how it will be used in Actuarial risk modelling, reserving and product development. The type questions asked by the class just go to show how bright our talent base is in South Africa. (We might have learnt more than they did!) Thank you Stephen Jurisich for allowing us this opportunity. Pygio wishes the class of 2026 the best of luck and we look forward to having some of you on the team in the future. #Pygio #AIStrategy #EnterpriseAI #AgenticAI #WITS #DigitalTransformation

🍹Saasparillas flowing, saaspocalypse in full swing 😂 We’re getting sassy with unstoppable momentum. Salesforce just dropped an absolute monster Q1: 📈 Record revenue: $11.13B ( 13% YoY) 💰 Operating cash flow: $6.7B 🤖 Agentforce ARR just crossed $1B Combined with Data 360 and Informatica, we’re now at $3.4B in AI Data ARR. We’re not just talking about the agentic future — we’re delivering it. The #1 Agentic CRM, powering the shift to agentic enterprises at scale. The momentum is real. The future is unstoppable. 🔥 #Agentforce #Salesforce #AI #EnterpriseSoftware

Town Hall takeover by Creative Director Tom Theme: Eating our own dog food, er, drinking our own champagne… As always, we start with saying hello to the new faces, a warm welcome to Vusi, Musawenkosi, Artem, Ireton and Hubert. We wish you the best in your respective roles and can’t wait to see what amazing work you will produce. Tom also took us through one of his latest side projects. He was tasked with putting together a marketing budget for the year but in typical Pygio fashion, he went the extra mile and built a fully integrated web app to manage this. Tom is a designer by training, and building a dashboard from scratch to deployment world not have been possible a year ago but with the advancements in AI (notably @claudeai for this project) it is now completely possible. We integrated this fully using our own Assembly and @Snowflake instance, so the webapp has full context on our while business. The key is to lean on your specific skill set, give the model as much context as possible and let the AI fill in the gaps. Then most importantly, identify areas where the AI’s work needs to be checked by an actual expert and get it reviewed. #Pygio #AIStrategy #EnterpriseAI #AgenticAI #Claude #Snowflake #DigitalTransformation #Assembly

The of a client-vendor relationship has shifted. Enterprises seek business partners, that understand their domain, take risk when they take risk and focus on outcomes rather than the billable hour with niche expertise and opinion. We’re not just engineering-led, we’re business focussed. But don’t take our word for it. We’re incredibly proud to share this feedback from Byron Bosh, Legal Compliance Manager at @WWASZA. Project excellence isn't just about meeting a deadline; it’s about going above and beyond to ensure our partners have exactly what they need to succeed. Sometimes they need us to book a flight and go see their customers and represent their company. Sometimes they ask us to make the tea and coffee, so naturally we become baristas. Thank you, Byron, for the kind words and for trusting us with your vision. We’re excited to continue to serve! #Pygio #ClientSuccess #Testimonial #TechPartnership #ProjectExcellence #DigitalTransformation #UKTech #WorldwideAdvisoryServices

You’ve spent months working on the platform, hours checking code, fixing bugs and aligning text. It’s the home stretch, all the dev team needs to do is click deploy after this one last check…. Then it happens, a message from management: “One of the partners is not happy with the logo being in the top left”, “Another wants the currency selector to include the Kazakhstani Tenge” and “Another wants you to include a fully integrated AI chat bot, just like this guy did in this YouTube short… using Claude… in 5 minutes” When the inevitable happens, give us a call. #Pygio #SoftwareDevelopment #ProjectManagement #DevLife #TechLeadership #Agile #UKTech

Data is only as valuable as the speed at which you act on it. Siloed systems are the fastest way to slow action and insight down. Burying your teams under piles of work, cleaning inconsistent records and fragmented identities across systems that don’t speak the same language. Assembly is the translator that your business needs. A fully integrated and automated reconciliation engine that resolves data errors, providing you with a single view of your customers and resources. Unifying context across silos, allowing you to stop fixing records and start growing your business. #Pygio #Assembly #DataIntelligence #ChurnManagement #Retention #ISP #AI #DigitalTransformation #DataEngineering #CustomerExperience

Is your tech helping you grow, or just giving you more work? Nobody starts a business expecting to deal with a clunky legacy system. But as you scale, those "quick fixes" from years ago often turn into a "hidden tax" on your time. ”Let’s have a strategy session about our grooming sessions to plan our sprints” - PMs at every engineering org ever… sounds familiar? Tech debt might be holding you back in a dependency quagmire. We helped the team at WWAS move away from exactly that. Their system had become a "monolith", heavy, slow, and full of manual workarounds that were eating up their day. In just 4.5 months, we stripped away the complexity and built a modular architecture that actually keeps pace with their ambition. If you feel like your current system is held together by hope and manual matching, we’d love to help you modernise. Let’s look under the hood with a Technical Audit and see where we can start doing the heavy lifting for you. 🚀 #Pygio #SoftwareEngineering #B2BGrowth #Modernisation #Spacely #TechAudit #DigitalTransformation #AgileDevelopment #UKTech

So, this happened… It is easy to ask an AI to write a migration script. It is much harder to trust that script with your entire production environment when the stakes are high. While AI handles the syntax, it cannot manage the real world risk of downtime or data loss. That is where expert engineering comes in. At Pygio, we specialise in high stakes @Snowflake migrations that are built for stability, not just speed. We handle the nuances that a prompt simply cannot see. If you want a transition that actually works, you should call us. #Pygio #DataEngineering #Snowflake #TechHumour #DataMigration #UKTech #AI #DataStrategy

Most maintenance teams are stuck in the cycle of over-servicing healthy machinery or completely missing hidden failures. The cost of downtime far outweighs the cost of intelligent servicing. Powerful AI deployed through an Enterprise Data Warehouse, like Snowflake, identifies microscopic warnings that traditional systems could never see. By spotting patterns in data weeks before a fault, you can plan exact repairs that are actually needed, rather than react to a crisis. #Pygio #Assembly #PredictiveMaintenance #DataEngineering #OperationalExcellence #Industry40 #TechInnovation #ResilienceEngineering #UKTech